AIMC Journal:
Environmental microbiome

Showing 1 to 4 of 4 articles

Enhancing the understanding of environmental microbiomes through topic modeling: a quantitative and qualitative analysis.

Environmental microbiome
BACKGROUND: Understanding ecosystem dynamics is essential for assessing ecosystem health, yet remains challenging due to complex biotic and abiotic interactions. Microbial communities are valuable indicators of environmental change, but the high dime...

Predicting the seed microbiome using phylogeny-driven machine learning.

Environmental microbiome
BACKGROUND: The composition of the seed-associated bacterial microbiome can reflect host evolutionary relationships, a pattern consistent with phylosymbiosis. While machine learning offers new opportunities to predict microbial community composition,...

Microbial succession from nursery to vineyard highlights the role of beneficial and pathogenic microbes in young vineyard yield.

Environmental microbiome
BACKGROUND: The grapevine microbiome plays a central role in shaping vineyard performance, yet the influence of nursery inherited microbes on vineyard establishment and early productivity remains poorly understood. Our goals were to study the endosph...

Interpretable multi-omics machine learning reveals drought-driven shifts in plant-microbe interactions.

Environmental microbiome
BACKGROUND: Plant-microbe interactions in the rhizosphere are central to plant growth, nutrient acquisition, and stress resilience. Although multi-omics approaches enable comprehensive profiling of different biological layers, integrating these data ...